The influence of the molecular weight of hyaluronic acid on the mangiferin release kinetics from the polymer matrix by P. P. Snetkov, R. O. Shaikenov, V. I. Klimshina, Yu. E. Generalova, S. N. Morozkina

“…Mangiferin release kinetic from a polymer matrix based on hyaluronic acid has a release sigmoidal pattern. The release mechanism has a complex nature of the Super Case II transport type, with the exception of a sample with a low content of mangiferin and hyaluronic acid with molecular weight equal to 1.3 MDa, for which an abnormal release pattern is detected (non-Fickian diffusion), due to the hydrophilic nature of hyaluronic acid, the rapid swelling of the polymer matrix, as well as a significant leading in the diffusion of mangiferin compared to the relaxation rate of the polymer. …”
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Gesture recognition for hearing impaired people using an ensemble of deep learning models with improving beluga whale optimization-based hyperparameter tuning by Mohammed Assiri, Mahmoud M. Selim

“…For the feature extraction process, the squeeze-and-excitation capsule network (SE-CapsNet) effectively captures spatial hierarchies and complex relationships within gesture patterns. In addition, an ensemble of classification processes, such as bidirectional gated recurrent unit (BiGRU), Variational Autoencoder (VAE), and bidirectional long short-term memory (BiLSTM) technique, is employed. …”
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An Overview of Deep Learning Applications in Groundwater Level Modeling: Bridging the Gap between Academic Research and Industry Applications by Ahmed Shakir Ali Ali, Farhad Jazaei, Peyman Babakhani, Muhammad Masood Ashiq, Alireza Bakhshaee, Brian Waldron

“…DL models utilize complex algorithms to identify patterns that may be difficult to observe with traditional physics-based models, specifically where the underlying physics is complex or poorly understood or where the available physical model is too simple. …”
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Mediodorsal thalamic nucleus mediates resistance to ethanol through Cav3.1 T-type Ca2+ regulation of neural activity by Charles-francois V Latchoumane, Joon-Hyuk Lee, Seong-Wook Kim, Jinhyun Kim, Hee-Sup Shin

“…Thalamocortical activity is known to orchestrate sensory gating and consciousness switching. The precise thalamic regions involved, or the firing patterns related to the unconsciousness, remain unclear. …”
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Prognostic significance of acute exacerbations and usual interstitial pneumonia in fibrotic interstitial lung disease by Yun Zhang, Zekai Cen, Qunli Ding, Yanan Ying, Chengna Lv, Tingting Wu

“…The Kaplan‒Meier survival analysis showed that the IPF group (HR 1.97, 95% CI 1.05–3.70, P = 0.011) had a worse survival rate than the FILD group, and landmark analyses showed that the survival of FILD patients with the UIP pattern (HR 3.07 95% CI 1.37–6.86 P = 0.006) was significantly shorter than that of FILD patients with the NSIP pattern 48 months after ILD diagnosis. …”
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Three-dimensional cell sheet model improves in vitro prediction accuracy of osteogenic potential for biodegradable magnesium-based metals by Liangwei Chen, Guanxi Wu, Siyu Liu, Ziyu Yan, Honglei Yue, Jianhua Zhu, Na Ge, Yifei Wang, Qingxiang Li, Guanqi Liu, Tingting Zhang, Haowen Zheng, Shaozhe Xin, Guangyunhao Sun, Chuanbin Guo, Jianmin Han

“…Flow cytometry showed higher Ki67 expression and lower ROS levels and apoptosis rate in cell sheets. ShRNA-mediated silencing of N-Cadherin in cell sheets significantly compromised their cytoprotective capacity against Mg metal-induced toxicity. …”
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A Robust Behavioral Biometrics Framework for Smartphone Authentication via Hybrid Machine Learning and TOPSIS by Moceheb Lazam Shuwandy, Qutaiba Alasad, Maytham M. Hammood, Ayad A. Yass, Salwa Khalid Abdulateef, Rawan A. Alsharida, Sahar Lazim Qaddoori, Saadi Hamad Thalij, Maath Frman, Abdulsalam Hamid Kutaibani, Noor S. Abd

“…Also, the proposal has been shown to be resilient against both environmental variation-based attacks by achieving accuracy above 93% and spoofing attacks by obtaining a detection rate of 96%. This emphasizes that the proposed technique provides a promising solution to many authentication issues and offers a user-friendly and scalable method to improve the security of the smartphone against cybersecurity attacks.…”
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Response of the Invasive Cyanobacterium <i>Raphidiopsis raciborskii</i> to Iron and Phosphorus Concentrations in the Habitat: Effects on Growth and Cellular Phosphorus Distribution by Wenting Shen, Han Yang, Gaibian Ding, Bo Li, Xin Gan, Zijie Yuan, Liqing Wang, Wei Zhang

“…The results revealed that under conditions of sufficient inorganic phosphorus, there was a logarithmic relationship between ferric ammonium citrate (Fe³⁺) and the specific growth rate of <i>R. raciborskii</i>. Fe³⁺ > 2 mg/L enhanced IPS enrichment and biomass accumulation. …”
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Extreme Oncoplastic Surgery for Multifocal/Multicentric and Locally Advanced Breast Cancer by Chaitanyanand B. Koppiker, Aijaz Ul Noor, Santosh Dixit, Laleh Busheri, Gautam Sharan, Upendra Dhar, Hari Kiran Allampati, Smeeta Nare

“…EO followed by RT results in acceptable local-regional control, low rate of complications, and high patient satisfaction. …”
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Predictive value of D-Dimer and thromboplastin time as coagulation indicators for COVID-19 patients by Marwan Alshipli, Thamer A Altaim, Ammar A Oglat, Samira Ahmed Alsenany, Osama Khodrog, Hanan Hasan, Sally Mohammed Farghaly Abdelaliem, A Matrieh, Bassam Z Shakhreet, Riziq Allah Gaowgzeh

“…Within the two groups of patients, the rate of coagulation disorders was as follows: mild = 8.8 % within coagulation disorders, 4.8% within the two Groups; severe = 91.2 % within coagulation disorders, 77.8 % within the two Groups. …”
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Identify suitable artificial groundwater recharge zones using hybrid deep learning models by Navaz Khalillollahi, Mohsen Isari, Hamed Faroqi, Kaywan Othman Ahmed, Kamran Nobakht Vakili, Miklas Scholz, Saad Sh. Sammeng

“…This study evaluated four deep learning models for delineating groundwater recharge zones: Artificial Neural Network (ANN), Convolutional Neural Network (CNN), Gated Recurrent Unit (GRU), and hybrid deep learning Convolutional Neural Network-Gated Recurrent Unit (CNN-GRU). …”
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Exciton-phonon coupling and phonon-assisted exciton relaxation dynamics in In1-xGaxP quantum dots by Beiye C. Li, Kailai Lin, Ping-Jui E. Wu, Aritrajit Gupta, Kaiyue Peng, Siddhartha Sohoni, Justin C. Ondry, Zirui Zhou, Caitlin C. Bellora, Young Jay Ryu, Stella Chariton, David J. Gosztola, Vitali B. Prakapenka, Richard D. Schaller, Dmitri V. Talapin, Eran Rabani, Gregory S. Engel

“…We identify a slower hot exciton cooling rate in In0.62Ga0.38P/ZnS, attributed to the presence of ‘energy-retaining’ valley exciton states with strong exciton-phonon coupling. …”
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Conserved missense variant pathogenicity and correlated phenotypes across paralogous genes by Tobias Brünger, Alina Ivaniuk, Eduardo Pérez-Palma, Ludovica Montanucci, Stacey Cohen, Lacey Smith, Shridhar Parthasarathy, Ingo Helbig, Michael Nothnagel, Patrick May, Dennis Lal

“…For the gene family of voltage-gated sodium channels, where variants and expert-curated clinical phenotypes are available, we also assess whether phenotype patterns of multiple disorders for each gene are conserved across variant positions within the gene family. …”
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Near-Unity Nitrate to Ammonia conversion via reactant enrichment at the solid-liquid interface by Wanru Liao, Jun Wang, Yao Tan, Xin Zi, Changxu Liu, Qiyou Wang, Li Zhu, Cheng-Wei Kao, Ting-Shan Chan, Hongmei Li, Yali Zhang, Kang Liu, Chao Cai, Junwei Fu, Beidou Xi, Emiliano Cortés, Liyuan Chai, Min Liu

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Fosfomycin susceptibility in multidrug resistant uropathogens: A retrospective study in the era of antimicrobial resistance by Jasleen Kaur, Priya Bhat, Upasana Bhumbla

“…Background: Urinary tract Infection is one of the most prevalent clinical entities affecting people worldwide. The accelerating rate of antimicrobial resistance due to the unimpeded and rampant use of antimicrobials with over the counter availability of drugs has limited the therapeutic options for the treatment of UTI. …”
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Salmonella spp. Inactivation During Hot Air Drying of Apples: Influence of Temperature, Bed Depth, and Air Velocity by Xiyang Liu, Elizabeth M. Grasso-Kelley, Alvin Lee, Lilybell Warda, Nathan M. Anderson

“…Increased air velocity shortened the constant-rate drying period, promoted a faster temperature increase in the apple cubes, and resulted in higher lethality within a shorter drying period. …”
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The Effects of a Small Dose of Tannin Supplementation on In Vitro Fermentation Characteristics of Different Forages by Sytske de Jong, Fabiellen C. Pereira, Alejandro R. Castillo, Wilbert F. Pellikaan, Pablo Gregorini

“…The addition of tannins reduced the fractional rate of gas production for alfalfa (<i>p</i> ≤ 0.04) but increased it for ryegrass and plantain. …”
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Efficiency of foliar application with organic fertilizer agrochelate on seed plots of summer sowing watermelon by O. V. Yakimova, V. E. Lazko, E. N. Blagorodova

“…Organic fertilizer AGROCHELATE was used to treat the leaf surface of plants with a consumption rate of 100 ml/ha. A single spraying was used during the flowering phase of the plants. …”
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Transcutaneous bilirubin nomogram for Taiwanese newborns – A single center study by Tung-Hua Chen, Yung-Chieh Lin, Yuh-Jyh Lin, Chyi-Her Lin

“…Mean TCB levels increased at a rate of 0.01–0.21 mg/dL/h initially, followed by a decrease after 96–108 h of age. …”
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Subnational malaria burden in Sindh, Pakistan: over a decade of evidence for tailored strategies by Nelofer Baig, Zakir Ali, Muhammad Ahmed, Wafa Zehra Jamal, Saqib Ur Rehman, Zafar Ahmed, Riaz Hussain Rahoojo, Javed Ali Jagirani, Bilal Ahmed Usmani, Zafar Fatmi

“…Marked heterogeneity observed in malaria burden across districts. Malaria positivity rate was 12.3%. Six districts (Khairpur, Sanghar, Naushero Feroze, Badin, Mirpurkhas, and Larkana) carried over 53% burden of malaria in Sindh. …”
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